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Introduction to SciPy: optimization, linear algebra, statistics and more Anthony Scopatz
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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PLEASE NOTE: Video does not start until the 1:07 minute mark. An Introduction to Bayesian Statistical Modeling Using PyMC Abie Flaxman
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Giuseppe Cammarota - Activity Map from space: supporting mine clearance with Python [EuroPython 2015] [22 July 2015] Removing UneXploded Ordnance (UXO) from minefields at the end of a conflict is a very time-consuming and expensive operation. Advanced satellite image processing can detect changes and activities on the ground and represent them on a map that can be used by operators to classify more dangerous zones and safer areas, potentially reducing the time spent on field surveys. We exploit...
Topics: visualization, scipy, ipython, geodata, numpy, EuroPython2015, Python
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SciPy 2010 Lightning Talks 8 TEAL: A New Parameter GUI for Python Tasks Warren Hack
Topics: scipy, 2010
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SciPy 2010 Day 2 Lightning Talks 15 Radar Emulation using Numpy Bassem Ali
Topics: scipy, 2010
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FEMhub Online Lab: Scientific Computing with Python in Web Browsers Mateusz Paprocki
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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PyStream: Compiling Python Onto a GPU Nick Bray If you have questions, email ncbray@gmail.com
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Keynote: Science in the Service of Awesome: Building on Top of Scientific Computing Hilary Mason
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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SciPy 2010 Day 1 Main Track 15 Foundation for Mathematical and Scientific Computing Jarrod Millman
Topics: scipy, 2010
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SciPy 2010 Day 2 Not-Quite-Lightning Talks 16 Python Evangelism 101 Peter Wang
Topics: scipy, 2010
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A Technical Anatomy of SPM.Python, a Scalable, Parallel Version of Python Minesh B. Amin
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Improving Efficiency and Repeatability of Lake Volume Estimates Using Python Tyler McEwen If you have questions, contact Tyler McEwen at (512) 936-0839 or Dharhas Pothina at (512) 936-0818
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Meet Twiggy: A Pythonic Logger Pete Fein
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Sherpa Methods for Calculating Confidence Limits of Model Parameters Brian Refsdal If you have questions, visit Brian on github at github.com/brefsdal
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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PiCloud: Cloud Computing for Science. Simplified. Ken Elkabany
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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RESTful APIs for Scientific Computing in Django Shreyas Cholia If you have questions, email SCholia@lbl.gov
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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The Technical and Social Challenges of Getting Python into a Multi-Billion Dollar Enterprise Josh Hemann
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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High Performance Parallel Computing in Python using Numpy and the Global Arrays Toolkit Jeff Daily
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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High Performance Parallel Computing in Python using Numpy and the Global Arrays Toolkit - Part 1 Jeff Daily
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Interactive Parallel Computing with iPython and PyZMQ Min Ragan-Kelley
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Guide to Symbolic Mathematics with SymPy Mateusz Paprocki and Aaron Meurer
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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Maciej/Fabrizio Romano - Python Driven Company [EuroPython 2014] [25 July 2014] Adopting Python across a company brings extra agility and productivity not provided by traditional mainstream tools like Excel. This is the story of programmers teaching non-programmers, from different departments, to embrace Python in their daily work. ----- By introducing ipython notebook, pandas and the other data analysis packages that make python even more accessible and attractive, we attempted to adapt python...
Topics: big data, excel, scipy, notebook, numpy, pandas, EuroPython2014, Python
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Introduction to Numpy with IPython and Matplotlib Jonathan Rocher
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Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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SciPy 2010 Day 2 Main Track 14 Astrodata Craig Allen
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 1 Keynote: Moving Forward from the Last Decade of SciPy Travis Oliphant
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 6 Reproducible research in practice: Python as interface language in the Madagascar software package Sergey Fomel
Topics: scipy, 2010
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SciPy 2010 Day 2 Lightning Talks 9 A Python distribution for Astronomy James Turner
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 10 Keeping the Chandra satellite cool with Python Tom Aldcroft
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 9 Rebuilding the Hubble Exposure Time Calculator Perry Greenfield
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 4 Numerical Pyromaniacs: The use of Python in Fire Research Kristopher Overholt
Topics: scipy, 2010
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SciPy 2010 Lightning Talks 5 Scikits.image S. Chris Colbert & Stéfan van der Walt
Topics: scipy, 2010
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Kay Hayen - The Python Compiler [EuroPython 2015] [20 July 2015] [Bilbao, Euskadi, Spain] The Python compiler Nuitka has evolved from an absurdly compatible Python to C++ translator into a **statically optimizing Python compiler**. The mere peephole optimization is now accompanied by full function/module level optimization, with more to come, and only increased compatibility. Witness local and module **variable value propagation**, **function in-lining** with suitable code, and graceful...
Topics: FOSS, python, performance, scipy, numpy, EuroPython2015, Python
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SciPy 2010 Day 2 Main Track 13 Warren Hack Using Python with Smoke and JWST Mirrors
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 8 pandas and other statistical data analysis tools in Python Wes McKinney
Topics: scipy, 2010
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Statistical Learning with scikit-learn - Part 1 Gael Varoquaux
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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An Introduction to Bayesian Statistical Modeling using PyMC Christopher J. Fonnesbeck
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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SciPy 2010 Day 2 Lightning Talks 11 ask.scipy.org-seriously, ask David Warde-Farley
Topics: scipy, 2010
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SciPy 2010 Day 2 Lightning Talks 13 Python in Geophysical Hazard Prediction Kyle Mandli
Topics: scipy, 2010
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SciPy 2010 Day 1 Bioinformatics Track 2 Can Python Save Next-Generation Sequencing? Christopher Mueller
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 3 Simple, Fast Messaging in Python with 0MQ and PyZMQ Brian Granger
Topics: scipy, 2010
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SciPy 2010 Day 1 Main Track 7 SHOGUN - A Large Scale Machine Learning Toolbox Sören Sonnenburg, Gunnar Raetsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio de Bona, Christian Gehl,Alexander Binder, Vojtech Franc
Topics: scipy, 2010
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SciPy 2010 Day 2 Lightning Talks 2 Serialization of Python Objects with dill Mike McKerns
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 2 Unusual Relationships: Python and Weaver Birds Kadambari Devarajan
Topics: scipy, 2010
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SciPy 2010 Day 1 Main Track 10 PySPH: A Python framework for SPH Chandrashekhar Kaushik, Prabhu Ramachandran
Topics: scipy, 2010
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SciPy 2010 Day 2 Main Track 5 Weather Forecast Accuracy Analysis Eric Floehr
Topics: scipy, 2010
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MIT 6.0002 Introduction to Computational Thinking and Data Science, Fall 2016 View the complete course: http://ocw.mit.edu/6-0002F16 Instructor: John Guttag This course provides students with an understanding of the role computation can play in solving problems. Student will learn to write small programs using the Python 3.5 programming language. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu
Topics: Python 3.5, Python, machine learning, knapsack problem, greedy algorithm, optimization, weights,...
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Time Series Analysis in Python with 'Statsmodels' Wes McKinney
Topics: SciPy 2011, Scipy, Sci Py, Sci Py 2011, SciPy2011
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SciPy 2010 - Day 1 - Main Track - Intro - Eric Jones
Topic: scipy 2010
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SciPy 2010 Day 1 Cloud Track 7 PiCloud Ken Elkabany
Topics: scipy, 2010
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SciPy 2010 Day 1 Main Track 5 A High Performance Robot Vision Algorithm Implemented in Python S. Chris Colbert
Topics: scipy, 2010